ReviewPlants (Basel, Switzerland)2021
Silicon Effects on the Root System of Diverse Crop Species Using Root Phenotyping Technology.
Review in Plants (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed, 56 citations in OpenAlex.
- Effect of Silicon on Early Root and Shoot Phenotypes of Rice in Hydroponic and Soil Systems.Plants (Basel, Switzerland) · 2026Article
- Harnessing rhizosphere microbes: the synergistic roles of PGPR and AMF in sustainable tomato production under stress.Frontiers in microbiology · 2026Review
- Improving soybean drought tolerance via silicon-induced changes in growth, physiological, biochemical, and root characteristics.Plant signaling & behavior · 2025Article
- Silicon vs. selenium: A comparative study in mitigating osmotic and drought stress in durum wheat (Triticum durum Desf.).BMC plant biology · 2025Article
- Potential impacts of nanoparticles integration on micropropagation efficiency: current achievements and prospects.Frontiers in plant science · 2025Review
- Article
- Mitigating excessive heat in Arabica coffee using nanosilicon and seaweed extract to enhance element homeostasis and photosynthetic recovery.BMC plant biology · 2024Article
- Silicon regulates phosphate deficiency through involvement of auxin and nitric oxide in barley roots.Planta · 2024Article
- Melatonin Modulates Tomato Root Morphology by Regulating Key Genes and Endogenous Hormones.Plants (Basel, Switzerland) · 2024Article
- Soil and foliar Si fertilization alters elemental stoichiometry and increases yield of sugarcane cultivars.Scientific reports · 2023Article
- An integrated remediation approach using combinations of biochar,Frontiers in plant science · 2023Article
- Silicon Application Promotes Productivity, Silicon Accumulation and Upregulates Silicon Transporter Gene Expression in Rice.Plants (Basel, Switzerland) · 2022Article
- High-Throughput Root Imaging Analysis Reveals Wide Variation in Root Morphology of Wild Adzuki bean (Plants (Basel, Switzerland) · 2022Article
- Recent advances in methods forPeerJ · 2022Review
- Silicon Application Differentially Modulates Root Morphology and Expression ofFrontiers in plant science · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 2 countries.
Funding
Abstract
Roots play an essential function in the plant life cycle, as they utilize water and essential nutrients to promote growth and plant productivity. In particular, root morphology characteristics (such as length, diameter, hairs, and lateral growth) and the architecture of the root system (spatial configuration in soil, shape, and structure) are the key elements that ensure growth and a fine-tuned response to stressful conditions. Silicon (Si) is a ubiquitous element in soil, and it can affect a wide range of physiological processes occurring in the rhizosphere of various crop species. Studies have shown that Si significantly and positively enhances root morphological traits, including root length in rice, soybean, barley, sorghum, mustard, alfalfa, ginseng, and wheat. The analysis of these morphological traits using conventional methods is particularly challenging. Currently, image analysis methods based on advanced machine learning technologies allowed researchers to screen numerous samples at the same time considering multiple features, and to investigate root functions after the application of Si. These methods include root scanning, endoscopy, two-dimensional, and three-dimensional imaging, which can measure Si uptake, translocation and root morphological traits. Small variations in root morphology and architecture can reveal different positive impacts of Si on the root system of crops, with or without exposure to stressful environmental conditions. This review comprehensively illustrates the influences of Si on root morphology and root architecture in various crop species. Furthermore, it includes recommendations in regard to advanced methods and strategies to be employed to maintain sustainable plant growth rates and crop production in the currently predicted global climate change scenarios.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.